Welcome to LabelFort

Training data for the AI you actually have to defend.

LabelFort is the annotation platform from Predusk AI, developed on a decade of hands-on experience in data operations for regulated industries. The platform was hardened on over 100,000 real images before going to any client. It works across formats: text, images, video, and audio. Every label, every reviewer's action, and every decision is recorded and exportable, so when compliance, legal, or an external auditor asks for proof, it is already there.

AI-assisted labeling is built in, with trained human reviewers checking every output before it is accepted — not a crowd or a freelance pool, but annotators trained in medical, legal, and financial contexts. LabelFort is available as a standalone tool and as a managed service, backed by three layers of security: platform-level controls, logical access management, and physically secure infrastructure.

Visit Predusk AI

2023
Predusk AI Established
150M+
Documents Annotated
100+
Team Experts
ISO 27001:2022
Certified

Our Mission

Evidence is central to everything we do.

AI is valuable only if its results can be defended to boards, auditors, and regulators, not just impressive in a demo. We build annotation infrastructure for teams working in healthcare, BFSI, autonomous vehicles, public sector, and robotics - industries where a model's training data has to survive scrutiny, not just produce a good accuracy score.

Every label, every reviewer decision, and every configuration change is recorded, because the record is the product as much as the label itself.

Our Vision

To be the annotation partner regulated industries turn to first.

Audit readiness isn't a feature added later. It is the reason the platform exists. As AI moves from experimentation into production in industries where mistakes have real consequences - patient safety, financial integrity, public trust - the infrastructure behind it should be held to the same standard as the industries it serves, not a lighter one because the work happens to be data labeling.

Leadership

Ankit Goyanka

Founder and Managing Director

Over 23 years of professional experience, the foundation Predusk AI is built on. He personally leads every Compliance Review, the same one-hour session a prospective client goes through before any data moves, and oversees the compliance and audit-readiness posture across every product Predusk AI ships.

His focus is making sure evidence, not assertion, is what backs every claim the company makes, the same standard applied to LabelFort's own controls.

Poorva Goyanka

Co-Founder

Leads client engagement and delivery across both Predusk AI and ProcessVenue, overseeing how work actually gets delivered, how quality is maintained, and how client relationships are built and sustained.

Her role is making sure what gets promised to a client is what actually gets delivered, the operational accountability behind the founder-led model.

Anil

VP of Product and Interface

Builds LabelFort's platform interface, the annotation canvas, review workspaces, and the tooling annotators and verifiers work inside every day.

His focus is making sure the evidence the platform captures, reviewer identity, guideline version, agreement score, is something a user encounters naturally in the workflow, not a separate system bolted on afterward.

Talk to the people who built it.

Audit-ready data annotation & delivery infrastructure for regulated AI. A product of Predusk AI - independent, vendor-neutral, evidence-first.

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Certifications & readiness